| --- |
| title: Python Setup |
| sidebar_position: 2 |
| id: python |
| license: | |
| Licensed to the Apache Software Foundation (ASF) under one or more |
| contributor license agreements. See the NOTICE file distributed with |
| this work for additional information regarding copyright ownership. |
| The ASF licenses this file to You under the Apache License, Version 2.0 |
| (the "License"); you may not use this file except in compliance with |
| the License. You may obtain a copy of the License at |
| |
| http://www.apache.org/licenses/LICENSE-2.0 |
| |
| Unless required by applicable law or agreed to in writing, software |
| distributed under the License is distributed on an "AS IS" BASIS, |
| WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. |
| See the License for the specific language governing permissions and |
| limitations under the License. |
| --- |
| |
| `pyfory` provides binary Object Serialization and Row Format. Fory IDL can also |
| generate Python models and gRPC companions. The package supports Python 3.8 and |
| later on Linux, macOS, and Windows. |
| |
| ## Verify the Toolchain |
| |
| ```bash |
| python --version |
| python -m pip --version |
| ``` |
| |
| ## Object Serialization |
| |
| Install the released package: |
| |
| ```bash |
| python -m pip install pyfory==1.5.0 |
| ``` |
| |
| Run an xlang round trip: |
| |
| ```python |
| from dataclasses import dataclass |
| |
| import pyfory |
| |
| |
| @dataclass |
| class User: |
| name: str |
| age: pyfory.Int32 |
| |
| |
| fory = pyfory.Fory(xlang=True, ref=True) |
| fory.register(User, type_id=1) |
| |
| data = fory.serialize(User("Alice", 30)) |
| decoded = fory.deserialize(data) |
| print(decoded) |
| ``` |
| |
| Use [xlang mode](../object-serialization/python/basic-serialization.md#cross-language-interoperability) for cross-language |
| data. Use [native mode](../object-serialization/python/native.md) for Python-only |
| objects, including Python callables and serialization hooks. Continue with the |
| [Python guide](../object-serialization/python/index.md), |
| [configuration](../object-serialization/python/configuration.md), and |
| [type registration](../object-serialization/python/type-registration.md). |
| |
| ## Other Capabilities |
| |
| - **Row Format** provides zero-copy field access for trusted analytical data. See [Python Row Format](../row-format/python.md). |
| - **Fory IDL and Compiler** generates Python models and registration helpers. See [Compiler Getting Started](../compiler/getting-started.md) and the [Python generated-code guide](../compiler/generated-code/python.md). |
| - **Fory gRPC** uses grpcio transports with Fory-encoded messages. See [Python gRPC](../grpc/python.md). |